Essays about: "thesis E-commerce model"
Showing result 1 - 5 of 106 essays containing the words thesis E-commerce model.
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1. Computationally Efficient Explainable AI: Bayesian Optimization for Computing Multiple Counterfactual Explanantions
University essay from KTH/Matematik (Avd.)Abstract : In recent years, advanced machine learning (ML) models have revolutionized industries ranging from the healthcare sector to retail and E-commerce. However, these models have become increasingly complex, making it difficult for even domain experts to understand and retrace the model's decision-making process. READ MORE
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2. Customer churn prediction in a slow fashion e-commerce context : An analysis of the effect of static data in customer churn prediction
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Survival analysis is a subfield of statistics where the goal is to analyse and model the data where the outcome is the time until the occurrence of an event of interest. Because of the intrinsic temporal nature of the analysis, the employment of more recently developed sequential models (Recurrent Neural Network (RNN) and Long Short Term Memory (LSTM)) has been paired with the use of dynamic temporal features, in contrast with the past reliance on static ones. READ MORE
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3. Exploring the use of mobile warehouses in midsized urban and rural regions for last-mile transportation
University essay from Högskolan Dalarna/Institutionen för information och teknikAbstract : Abstract: Efficient last-mile transportation is a continuous difficulty for businesses, particularly in e-commerce, necessitating the development of creative solutions. This thesis investigates the use of mobile warehouses in mid-sized urban and rural areas to help with this problem. READ MORE
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4. Exploring the Use of Attention for Generation Z Fashion Style Recognition with User Annotations as Labels
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : As e-commerce and online shopping have increased worldwide, the interest and research of intelligent fashion systems have expanded. Given the competitive nature of the fashion market business, digital marketplaces depend on determining customer preferences. READ MORE
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5. Incorporating Reinforcement Learning into Supervised Sequential Recommender Models
University essay from Linköpings universitet/Statistik och maskininlärningAbstract : In the context of the significant expansion of e-commerce, Recommender Systems have become important tools for businesses, enhancing customer engagement through the personalization of product recommendations. This thesis investigates the integration of Reinforcement Learning concepts into Supervised Learning frameworks, aiming to foster more accurate, novel and diverse recommendations. READ MORE